def approx_lwr_batch(self): model = LWR(nb_features=10) self.make_nonlinear_batch_data() start = time.process_time() model.train_lwls(self.x_data, self.y_data) print("LWR time:", time.process_time() - start) model.plot(self.x_data, self.y_data)